Adipec 2024
DOI: 10.2118/222483-ms
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Auto-Fill: A Synergistic Approach for Surveillance and Fillbase Management of Rod Pumps Using Advanced Machine Learning Models

T. P. Sarma,
V. Singh,
A. Sharma
et al.

Abstract: Surveillance and adjustments of fillbase and fillage are crucial for optimizing pump performance and maximizing production efficiency. Proper management of fillbase not only promotes longevity by preventing unnecessary wear and tear, but also helps in optimizing fluid handling efficiency, energy efficiency, rod-load management, and overall production of rod pumps. The primary objective of this paper is to propose a comprehensive and automated solution for surveillance and optimal management of fillbase with hi… Show more

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